AgentSkillsCN

organic-voice

创作出听起来真实自然的文案——避免AI风格的套路,注入个人特色,建立真诚而深刻的读者连接。

SKILL.md
--- frontmatter
name: organic-voice
description: Write content that sounds authentically human - avoid AI patterns, inject personality, build genuine connection.
allowed-tools: Read, Glob, Grep

Organic Voice

Write like a human. Sound like a human. Because you're writing FOR humans.


1. The AI Detection Problem

AI-generated content has patterns that readers (and search engines) recognize:

AI PatternHuman Alternative
Perfect grammar alwaysOccasional fragments. Like this.
Formal, distant toneConversational, direct
Generic examplesSpecific, personal experiences
Predictable structureVaried rhythm and pacing
Neutral on everythingStrong opinions

2. Banned Words & Phrases

The AI Cliché List

These phrases scream "I'm AI-generated." Never use them:

CategoryBanned Phrases
Openers"In today's fast-paced world", "In the digital age", "As we all know"
Transitions"Furthermore", "Moreover", "Additionally", "It's worth noting"
Intensifiers"Very unique", "Absolutely essential", "Truly remarkable"
Conclusions"In conclusion", "To sum up", "All things considered"
Filler"It goes without saying", "Needless to say", "At the end of the day"
Buzzwords"Leverage", "Utilize", "Optimize", "Streamline", "Game-changer"
Meta-phrases"This article will explore", "Let's dive in", "Without further ado"

Replace With

Instead of...Write...
"Utilize""Use"
"Leverage""Take advantage of" or just use the specific action
"In order to""To"
"Due to the fact that""Because"
"At this point in time""Now"
"It is important to note"Just state the thing

3. Human Writing Signals

First-Person Voice

❌ AI-like✅ Human
"One might find that...""I've found that..."
"Users often experience...""You've probably noticed..."
"It can be concluded...""Here's what I think..."

Contractions Are Your Friend

Formal (AI-like)Conversational (Human)
"It is not""It isn't" or "It's not"
"You will find""You'll find"
"Do not""Don't"
"We are""We're"

Direct Address

Talk TO the reader, not ABOUT them:

DistantDirect
"Users can benefit from...""You'll benefit from..."
"One should consider...""Think about..."
"The reader may wonder...""You might be wondering..."

4. Sentence Rhythm Variation

AI tends to write in predictable patterns. Break the rhythm.

Mix Sentence Lengths

code
Short sentences punch. They create emphasis.

But then you'll want to add a longer sentence that flows a bit more 
naturally and gives the reader space to breathe.

See?

Use Fragments Intentionally

Fragments aren't grammatical errors when used for effect:

  • "The real problem? Nobody organizes bookmarks properly."
  • "Worth it? Absolutely."
  • "And yet."

Start Sentences Differently

PatternExamples
Question"Ever lost a crucial link?"
Statement"Bookmarks pile up fast."
Conjunction"But here's the thing..."
Personal"I tried everything."
Command"Stop saving bookmarks to 'Read Later.'"

5. Personality Injection

Opinions and Stances

AI hedges. Humans take positions.

AI HedgingHuman Opinion
"Some might argue that...""Look, here's the truth:"
"There are various perspectives...""I've tested this. It works."
"It could be beneficial...""This is a game-changer."

Humor and Wit

Appropriate humor makes content memorable:

TypeExample
Self-deprecating"After losing my 47th important bookmark, I finally got serious."
Exaggeration"Your browser probably has 83 tabs open right now. (Go ahead, count.)"
Relatable"That folder labeled 'Important' from 2019? Yeah, I have one too."

Emotional Honesty

Share real feelings:

  • Frustration: "This drove me crazy for months."
  • Excitement: "When I finally figured this out..."
  • Empathy: "I know how frustrating it is when..."

6. The "Show, Don't Tell" Principle

Sensory and Specific Details

Telling (AI)Showing (Human)
"It was frustrating.""I spent 20 minutes scrolling through 'Saved Articles' trying to find that one recipe."
"The tool is easy to use.""Three clicks. That's all it took."
"Users save time.""What used to take me an hour now takes 5 minutes."

Concrete Examples Over Abstract Claims

AbstractConcrete
"Improves productivity""I found that client contract in 10 seconds instead of 10 minutes"
"Better organization""Every bookmark has a tag, and I can find anything by typing 2-3 words"
"Saves time""Saved me 3 hours last week—I actually tracked it"

7. Anecdote Patterns

Mini-Story Structure

  1. Setup (1 sentence): What was the situation?
  2. Conflict (1-2 sentences): What went wrong?
  3. Resolution (1 sentence): How did it resolve?
  4. Lesson (1 sentence): What's the takeaway?

Example

Last week, a client asked for a resource I'd shared months ago. I panicked— that link was somewhere in my 2,000 bookmarks. Ten minutes later, I found it (miracle). That's when I realized: hoping to "remember where" isn't a system.


8. Voice Authenticity Checklist

Before Publishing

  • Read it aloud—does it sound like YOU talking?
  • Search for banned phrases and remove them
  • Check: At least 3 uses of "I" or personal experience
  • Check: At least 5 uses of "you" (direct address)
  • Are contractions used naturally?
  • Is there at least one specific, personal example?
  • Is there variance in sentence length?
  • Does it have an opinion/stance (not just facts)?
  • Would you actually say this to a friend?

The Friend Test

Ask yourself: "Would I say this if I were explaining it to a friend over coffee?"

If not, rewrite it until you would.


9. Anti-Patterns

❌ Don't✅ Do
Sound like a press releaseSound like a conversation
Use every synonym in the thesaurusRepeat words naturally
Perfectly balance every sentenceLet some sections breathe, others punch
Stay neutral on everythingTake a stance
Use formal academic toneWrite like you're texting a smart friend

Remember: Perfect is the enemy of authentic. A few rough edges are proof of humanity.